Run
8527731

Run 8527731

Task 145857 (Supervised Classification) phoneme Uploaded 11-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees595
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size30
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.806047469354235
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3111.8791
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1776
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6403
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.6923
UserCPU time millis
55.335
UserCPU time millis testing
0.897
UserCPU time millis training
54.438